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Working with Bounds

Bound-constrained problems have variables that are limited to a range of values.

You're running a coffee shop and need to place an order for two varieties of coffee beans: b[0] and b[1]. You want to minimize costs. Your supplier only accepts minimum quantity orders of 2 units for each bean, and you can afford a maximum of 100 units per bean.

minimize and Bounds from scipy.optimize have been loaded for you and the objective function is provided.

Bu egzersiz

Introduction to Optimization in Python

kursunun bir parçasıdır
Kursu Görüntüle

Egzersiz talimatları

  • Set the lower and upper bound values for b[0] and b[1] as bounds.
  • Use scipy to find the minimum.

Uygulamalı interaktif egzersiz

Bu örnek kodu tamamlayarak bu egzersizi bitirin.

def objective_function(b):
  return (b[0] - 6)**2 + (b[1] - 8)**2 + 3

# Set the bounds of your problem
bounds = ____

x0 = [10, 5]

# Find the minimum
result = ____(____)

print(result.x)
Kodu Düzenle ve Çalıştır